Overview

Brought to you by YData

Dataset statistics

Number of variables	55
Number of observations	3679
Missing cells	3727
Missing cells (%)	1.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	901.9 KiB
Average record size in memory	251.0 B

Variable types

Text	5
Categorical	15
Numeric	8
Boolean	27

Alerts

`obtention_date` has constant value "2019-03-29"	Constant
`bath_num` is highly overall correlated with `floor` and 4 other fields	High correlation
`chimney` is highly overall correlated with `house_type`	High correlation
`condition_segunda mano/buen estado` is highly overall correlated with `condition_segunda mano/para reformar`	High correlation
`condition_segunda mano/para reformar` is highly overall correlated with `condition_segunda mano/buen estado`	High correlation
`floor` is highly overall correlated with `bath_num` and 1 other fields	High correlation
`garden` is highly overall correlated with `floor`	High correlation
`house_type` is highly overall correlated with `chimney`	High correlation
`m2_real` is highly overall correlated with `bath_num` and 3 other fields	High correlation
`m2_useful` is highly overall correlated with `bath_num` and 2 other fields	High correlation
`price` is highly overall correlated with `bath_num` and 1 other fields	High correlation
`room_num` is highly overall correlated with `bath_num` and 2 other fields	High correlation
`air_conditioner` is highly imbalanced (87.0%)	Imbalance
`chimney` is highly imbalanced (85.0%)	Imbalance
`reduced_mobility` is highly imbalanced (56.4%)	Imbalance
`swimming_pool` is highly imbalanced (73.7%)	Imbalance
`condition_promoción de obra nueva` is highly imbalanced (84.3%)	Imbalance
`condition_segunda mano/para reformar` is highly imbalanced (51.5%)	Imbalance
`heating_calefacción central` is highly imbalanced (81.6%)	Imbalance
`heating_calefacción central: gas` is highly imbalanced (86.1%)	Imbalance
`heating_calefacción central: gasoil` is highly imbalanced (90.6%)	Imbalance
`heating_calefacción individual` is highly imbalanced (64.5%)	Imbalance
`heating_calefacción individual: bomba de frío/calor` is highly imbalanced (99.0%)	Imbalance
`heating_calefacción individual: eléctrica` is highly imbalanced (95.1%)	Imbalance
`heating_calefacción individual: gas propano/butano` is highly imbalanced (93.2%)	Imbalance
`heating_no dispone de calefacción` is highly imbalanced (96.2%)	Imbalance
`orientation_este` is highly imbalanced (74.3%)	Imbalance
`orientation_este, oeste` is highly imbalanced (55.7%)	Imbalance
`orientation_norte` is highly imbalanced (84.6%)	Imbalance
`orientation_norte, este` is highly imbalanced (87.5%)	Imbalance
`orientation_norte, este, oeste` is highly imbalanced (93.0%)	Imbalance
`orientation_norte, oeste` is highly imbalanced (91.7%)	Imbalance
`orientation_norte, sur` is highly imbalanced (61.8%)	Imbalance
`orientation_norte, sur, este` is highly imbalanced (93.7%)	Imbalance
`orientation_norte, sur, este, oeste` is highly imbalanced (78.9%)	Imbalance
`orientation_norte, sur, oeste` is highly imbalanced (93.5%)	Imbalance
`orientation_oeste` is highly imbalanced (78.2%)	Imbalance
`orientation_sur` is highly imbalanced (56.1%)	Imbalance
`orientation_sur, este` is highly imbalanced (76.7%)	Imbalance
`orientation_sur, este, oeste` is highly imbalanced (92.8%)	Imbalance
`orientation_sur, oeste` is highly imbalanced (76.7%)	Imbalance
`energetic_certif` has 1300 (35.3%) missing values	Missing
`floor` has 499 (13.6%) missing values	Missing
`loc_district` has 309 (8.4%) missing values	Missing
`loc_neigh` has 1619 (44.0%) missing values	Missing
`m2_real` is highly skewed (γ1 = 38.76028739)	Skewed
`house_id` has unique values	Unique
`house_type` has 428 (11.6%) zeros	Zeros
`room_num` has 37 (1.0%) zeros	Zeros

Reproduction

Analysis started	2025-08-03 13:08:20.780441
Analysis finished	2025-08-03 13:08:43.442674
Duration	22.66 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

ad_last_update
Text

Distinct	249
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

Length

Max length	39
Median length	34
Mean length	34.423485
Min length	29

Characters and Unicode

Total characters	126644
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52 ?
Unique (%)	1.4%

Sample

1st row	Anuncio actualizado el 27 de marzo
2nd row	más de 5 meses sin actualizar
3rd row	más de 5 meses sin actualizar
4th row	más de 5 meses sin actualizar
5th row	más de 5 meses sin actualizar

Value	Count	Frequency (%)
de	3679	16.7%
actualizado	3581	16.2%
anuncio	3581	16.2%
el	3581	16.2%
marzo	1866	8.5%
febrero	699	3.2%
enero	454	2.1%
1	276	1.3%
24	259	1.2%
27	228	1.0%
Other values (41)	3870	17.5%

Most occurring characters

Value	Count	Frequency (%)
	18395	14.5%
a	12977	10.2%
e	10587	8.4%
o	10556	8.3%
i	7901	6.2%
n	7899	6.2%
c	7454	5.9%
u	7410	5.9%
d	7372	5.8%
l	7327	5.8%
Other values (24)	28766	22.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	126644	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	18395	14.5%
a	12977	10.2%
e	10587	8.4%
o	10556	8.3%
i	7901	6.2%
n	7899	6.2%
c	7454	5.9%
u	7410	5.9%
d	7372	5.8%
l	7327	5.8%
Other values (24)	28766	22.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	126644	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	18395	14.5%
a	12977	10.2%
e	10587	8.4%
o	10556	8.3%
i	7901	6.2%
n	7899	6.2%
c	7454	5.9%
u	7410	5.9%
d	7372	5.8%
l	7327	5.8%
Other values (24)	28766	22.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	126644	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	18395	14.5%
a	12977	10.2%
e	10587	8.4%
o	10556	8.3%
i	7901	6.2%
n	7899	6.2%
c	7454	5.9%
u	7410	5.9%
d	7372	5.8%
l	7327	5.8%
Other values (24)	28766	22.7%

air_conditioner
Categorical

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	3613
1	66

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3613	98.2%
1	66	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3613	98.2%
1	66	1.8%

Most occurring characters

Value	Count	Frequency (%)
0	3613	98.2%
1	66	1.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3613	98.2%
1	66	1.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3613	98.2%
1	66	1.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3613	98.2%
1	66	1.8%

balcony
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	3240
1	439

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	3240	88.1%
1	439	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3240	88.1%
1	439	11.9%

Most occurring characters

Value	Count	Frequency (%)
0	3240	88.1%
1	439	11.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3240	88.1%
1	439	11.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3240	88.1%
1	439	11.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3240	88.1%
1	439	11.9%

bath_num
Real number (ℝ)

High correlation

Distinct	14
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9005164

Minimum	0
Maximum	34
Zeros	27
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	34
Range	34
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1187741
Coefficient of variation (CV)	0.58866847
Kurtosis	196.53554
Mean	1.9005164
Median Absolute Deviation (MAD)	1
Skewness	8.2029995
Sum	6992
Variance	1.2516555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
2	1602	43.5%
1	1347	36.6%
3	500	13.6%
4	154	4.2%
5	32	0.9%
0	27	0.7%
6	8	0.2%
15	2	0.1%
8	2	0.1%
7	1	< 0.1%
Other values (4)	4	0.1%

Value	Count	Frequency (%)
0	27	0.7%
1	1347	36.6%
2	1602	43.5%
3	500	13.6%
4	154	4.2%
5	32	0.9%
6	8	0.2%
7	1	< 0.1%
8	2	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
15	2	0.1%
11	1	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
8	2	0.1%
7	1	< 0.1%
6	8	0.2%
5	32	0.9%
4	154	4.2%

built_in_wardrobe
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	2528
1	1151

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	2528	68.7%
1	1151	31.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2528	68.7%
1	1151	31.3%

Most occurring characters

Value	Count	Frequency (%)
0	2528	68.7%
1	1151	31.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2528	68.7%
1	1151	31.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2528	68.7%
1	1151	31.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2528	68.7%
1	1151	31.3%

chimney
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	3600
1	79

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	3600	97.9%
1	79	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3600	97.9%
1	79	2.1%

Most occurring characters

Value	Count	Frequency (%)
0	3600	97.9%
1	79	2.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3600	97.9%
1	79	2.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3600	97.9%
1	79	2.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3600	97.9%
1	79	2.1%

construct_date
Real number (ℝ)

Distinct	104
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1990.1017

Minimum	1700
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	1700
5-th percentile	1966.9
Q1	1993
median	1993
Q3	1993
95-th percentile	2008
Maximum	2021
Range	321
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20.279343
Coefficient of variation (CV)	0.010190104
Kurtosis	63.297899
Mean	1990.1017
Median Absolute Deviation (MAD)	0
Skewness	-6.6013092
Sum	7321584
Variance	411.25176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1993	2578	70.1%
2008	69	1.9%
2006	53	1.4%
2009	43	1.2%
1980	38	1.0%
2007	37	1.0%
2010	35	1.0%
1975	34	0.9%
2004	31	0.8%
2005	31	0.8%
Other values (94)	730	19.8%

Value	Count	Frequency (%)
1700	3	0.1%
1780	1	< 0.1%
1800	8	0.2%
1829	1	< 0.1%
1830	1	< 0.1%
1840	1	< 0.1%
1850	5	0.1%
1880	2	0.1%
1883	1	< 0.1%
1884	1	< 0.1%

Value	Count	Frequency (%)
2021	1	< 0.1%
2020	2	0.1%
2019	7	0.2%
2018	12	0.3%
2017	2	0.1%
2016	1	< 0.1%
2015	1	< 0.1%
2014	4	0.1%
2013	5	0.1%
2012	25	0.7%

energetic_certif
Categorical

Missing

Distinct	3
Distinct (%)	0.1%
Missing	1300
Missing (%)	35.3%
Memory size	28.9 KiB

en trámite	1609
no indicado	728
inmueble exento	42

Length

Max length	15
Median length	10
Mean length	10.394283
Min length	10

Characters and Unicode

Total characters	24728
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no indicado
2nd row	no indicado
3rd row	en trámite
4th row	no indicado
5th row	no indicado

Common Values

Value	Count	Frequency (%)
en trámite	1609	43.7%
no indicado	728	19.8%
inmueble exento	42	1.1%
(Missing)	1300	35.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
en	1609	33.8%
trámite	1609	33.8%
no	728	15.3%
indicado	728	15.3%
inmueble	42	0.9%
exento	42	0.9%

Most occurring characters

Value	Count	Frequency (%)
e	3386	13.7%
t	3260	13.2%
n	3149	12.7%
i	3107	12.6%
	2379	9.6%
m	1651	6.7%
á	1609	6.5%
r	1609	6.5%
o	1498	6.1%
d	1456	5.9%
Other values (6)	1624	6.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24728	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	3386	13.7%
t	3260	13.2%
n	3149	12.7%
i	3107	12.6%
	2379	9.6%
m	1651	6.7%
á	1609	6.5%
r	1609	6.5%
o	1498	6.1%
d	1456	5.9%
Other values (6)	1624	6.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24728	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	3386	13.7%
t	3260	13.2%
n	3149	12.7%
i	3107	12.6%
	2379	9.6%
m	1651	6.7%
á	1609	6.5%
r	1609	6.5%
o	1498	6.1%
d	1456	5.9%
Other values (6)	1624	6.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24728	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	3386	13.7%
t	3260	13.2%
n	3149	12.7%
i	3107	12.6%
	2379	9.6%
m	1651	6.7%
á	1609	6.5%
r	1609	6.5%
o	1498	6.1%
d	1456	5.9%
Other values (6)	1624	6.6%

floor
Categorical

High correlation Missing

Distinct	45
Distinct (%)	1.4%
Missing	499
Missing (%)	13.6%
Memory size	28.9 KiB

planta 1ª exterior	523
planta 2ª exterior	336
3 plantas	325
2 plantas	290
planta 3ª exterior	288
Other values (40)	1418

Length

Max length	20
Median length	18
Mean length	14.065409
Min length	4

Characters and Unicode

Total characters	44728
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	0.3%

Sample

1st row	2 plantas
2nd row	planta 2ª exterior
3rd row	3 plantas
4th row	3 plantas
5th row	planta 1ª exterior

Common Values

Value	Count	Frequency (%)
planta 1ª exterior	523	14.2%
planta 2ª exterior	336	9.1%
3 plantas	325	8.8%
2 plantas	290	7.9%
planta 3ª exterior	288	7.8%
planta 4ª exterior	210	5.7%
exterior	205	5.6%
planta 5ª exterior	148	4.0%
planta 1ª	108	2.9%
bajo exterior	87	2.4%
Other values (35)	660	17.9%
(Missing)	499	13.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
planta	2176	27.5%
exterior	2008	25.4%
plantas	683	8.6%
1ª	639	8.1%
2ª	413	5.2%
3ª	354	4.5%
3	325	4.1%
2	290	3.7%
4ª	270	3.4%
5ª	204	2.6%
Other values (16)	544	6.9%

Most occurring characters

Value	Count	Frequency (%)
a	5850	13.1%
t	4964	11.1%
	4726	10.6%
r	4160	9.3%
e	4113	9.2%
n	2956	6.6%
p	2875	6.4%
l	2875	6.4%
o	2172	4.9%
i	2137	4.8%
Other values (18)	7900	17.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	44728	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	5850	13.1%
t	4964	11.1%
	4726	10.6%
r	4160	9.3%
e	4113	9.2%
n	2956	6.6%
p	2875	6.4%
l	2875	6.4%
o	2172	4.9%
i	2137	4.8%
Other values (18)	7900	17.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	44728	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	5850	13.1%
t	4964	11.1%
	4726	10.6%
r	4160	9.3%
e	4113	9.2%
n	2956	6.6%
p	2875	6.4%
l	2875	6.4%
o	2172	4.9%
i	2137	4.8%
Other values (18)	7900	17.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	44728	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	5850	13.1%
t	4964	11.1%
	4726	10.6%
r	4160	9.3%
e	4113	9.2%
n	2956	6.6%
p	2875	6.4%
l	2875	6.4%
o	2172	4.9%
i	2137	4.8%
Other values (18)	7900	17.7%

garage
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	2035
1	1644

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	2035	55.3%
1	1644	44.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2035	55.3%
1	1644	44.7%

Most occurring characters

Value	Count	Frequency (%)
0	2035	55.3%
1	1644	44.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2035	55.3%
1	1644	44.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2035	55.3%
1	1644	44.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2035	55.3%
1	1644	44.7%

garden
Categorical

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	2724
1	955

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	2724	74.0%
1	955	26.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2724	74.0%
1	955	26.0%

Most occurring characters

Value	Count	Frequency (%)
0	2724	74.0%
1	955	26.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2724	74.0%
1	955	26.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2724	74.0%
1	955	26.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2724	74.0%
1	955	26.0%

house_id
Real number (ℝ)

Unique

Distinct	3679
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60997534

Minimum	299398
Maximum	84861368
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	299398
5-th percentile	26186451
Q1	36519690
median	81734822
Q3	84065158
95-th percentile	84695083
Maximum	84861368
Range	84561970
Interquartile range (IQR)	47545468

Descriptive statistics

Standard deviation	26341717
Coefficient of variation (CV)	0.43184888
Kurtosis	-1.2861768
Mean	60997534
Median Absolute Deviation (MAD)	2932772
Skewness	-0.49126872
Sum	2.2440993 × 10¹¹
Variance	6.9388605 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40567154	1	< 0.1%
81717634	1	< 0.1%
29588074	1	< 0.1%
37453116	1	< 0.1%
82568918	1	< 0.1%
29135242	1	< 0.1%
36141335	1	< 0.1%
38440698	1	< 0.1%
81178589	1	< 0.1%
366036	1	< 0.1%
Other values (3669)	3669	99.7%

Value	Count	Frequency (%)
299398	1	< 0.1%
301679	1	< 0.1%
305251	1	< 0.1%
306081	1	< 0.1%
310610	1	< 0.1%
310733	1	< 0.1%
312743	1	< 0.1%
314071	1	< 0.1%
316443	1	< 0.1%
316943	1	< 0.1%

Value	Count	Frequency (%)
84861368	1	< 0.1%
84857219	1	< 0.1%
84855193	1	< 0.1%
84854931	1	< 0.1%
84854882	1	< 0.1%
84854719	1	< 0.1%
84854690	1	< 0.1%
84854635	1	< 0.1%
84854593	1	< 0.1%
84854563	1	< 0.1%

house_type
Real number (ℝ)

High correlation Zeros

Distinct	15
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2063061

Minimum	0
Maximum	14
Zeros	428
Zeros (%)	11.6%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	3
Q3	3
95-th percentile	8
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.0096568
Coefficient of variation (CV)	0.62678258
Kurtosis	2.9372651
Mean	3.2063061
Median Absolute Deviation (MAD)	0
Skewness	1.2260683
Sum	11796
Variance	4.0387204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3	2395	65.1%
0	428	11.6%
5	226	6.1%
2	136	3.7%
6	125	3.4%
9	121	3.3%
8	100	2.7%
1	77	2.1%
4	33	0.9%
7	15	0.4%
Other values (5)	23	0.6%

Value	Count	Frequency (%)
0	428	11.6%
1	77	2.1%
2	136	3.7%
3	2395	65.1%
4	33	0.9%
5	226	6.1%
6	125	3.4%
7	15	0.4%
8	100	2.7%
9	121	3.3%

Value	Count	Frequency (%)
14	2	0.1%
13	2	0.1%
12	2	0.1%
11	8	0.2%
10	9	0.2%
9	121	3.3%
8	100	2.7%
7	15	0.4%
6	125	3.4%
5	226	6.1%

lift
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

1.0	3100
0.0	579

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	11037
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	3100	84.3%
0.0	579	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	3100	84.3%
0.0	579	15.7%

Most occurring characters

Value	Count	Frequency (%)
0	4258	38.6%
.	3679	33.3%
1	3100	28.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11037	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4258	38.6%
.	3679	33.3%
1	3100	28.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11037	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4258	38.6%
.	3679	33.3%
1	3100	28.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11037	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4258	38.6%
.	3679	33.3%
1	3100	28.1%

loc_city
Text

Distinct	51
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

Length

Max length	19
Median length	15
Mean length	12.600163
Min length	4

Characters and Unicode

Total characters	46356
Distinct characters	46
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Urcabustaiz
2nd row	Legutiano
3rd row	Aramaio
4th row	Urcabustaiz
5th row	Urcabustaiz

Value	Count	Frequency (%)
vitoria-gasteiz	2197	54.9%
llodio	147	3.7%
de	122	3.0%
labastida	101	2.5%
alegria-dulantzi	85	2.1%
oión	73	1.8%
iruña	69	1.7%
oca	69	1.7%
zigoitia	68	1.7%
ribera	65	1.6%
Other values (50)	1006	25.1%

Most occurring characters

Value	Count	Frequency (%)
i	7895	17.0%
a	6704	14.5%
t	4936	10.6%
r	3154	6.8%
o	2936	6.3%
e	2935	6.3%
z	2448	5.3%
s	2397	5.2%
-	2321	5.0%
V	2255	4.9%
Other values (36)	8375	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	46356	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	7895	17.0%
a	6704	14.5%
t	4936	10.6%
r	3154	6.8%
o	2936	6.3%
e	2935	6.3%
z	2448	5.3%
s	2397	5.2%
-	2321	5.0%
V	2255	4.9%
Other values (36)	8375	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	46356	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	7895	17.0%
a	6704	14.5%
t	4936	10.6%
r	3154	6.8%
o	2936	6.3%
e	2935	6.3%
z	2448	5.3%
s	2397	5.2%
-	2321	5.0%
V	2255	4.9%
Other values (36)	8375	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	46356	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	7895	17.0%
a	6704	14.5%
t	4936	10.6%
r	3154	6.8%
o	2936	6.3%
e	2935	6.3%
z	2448	5.3%
s	2397	5.2%
-	2321	5.0%
V	2255	4.9%
Other values (36)	8375	18.1%

loc_district
Text

Missing

Distinct	1103
Distinct (%)	32.7%
Missing	309
Missing (%)	8.4%
Memory size	28.9 KiB

Length

Max length	48
Median length	37
Mean length	21.156973
Min length	4

Characters and Unicode

Total characters	71299
Distinct characters	77
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1007 ?
Unique (%)	29.9%

Sample

1st row	La iglesia
2nd row	la Union Plazatxoa, 8
3rd row	Calle Etxaguen s/n
4th row	CP 01449, 1449 CP
5th row	Calle Nueva Plaza, 9

Value	Count	Frequency (%)
distrito	2197	20.5%
	987	9.2%
calle	583	5.4%
lakua	307	2.9%
el	272	2.5%
casco	206	1.9%
viejo	206	1.9%
ariznabarra	202	1.9%
zabalgana	202	1.9%
centro	201	1.9%
Other values (824)	5361	50.0%

Most occurring characters

Value	Count	Frequency (%)
a	8539	12.0%
	7354	10.3%
i	6874	9.6%
r	6412	9.0%
t	6008	8.4%
o	4442	6.2%
l	3157	4.4%
s	3031	4.3%
e	2843	4.0%
n	2575	3.6%
Other values (67)	20064	28.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	71299	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	8539	12.0%
	7354	10.3%
i	6874	9.6%
r	6412	9.0%
t	6008	8.4%
o	4442	6.2%
l	3157	4.4%
s	3031	4.3%
e	2843	4.0%
n	2575	3.6%
Other values (67)	20064	28.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	71299	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	8539	12.0%
	7354	10.3%
i	6874	9.6%
r	6412	9.0%
t	6008	8.4%
o	4442	6.2%
l	3157	4.4%
s	3031	4.3%
e	2843	4.0%
n	2575	3.6%
Other values (67)	20064	28.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	71299	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	8539	12.0%
	7354	10.3%
i	6874	9.6%
r	6412	9.0%
t	6008	8.4%
o	4442	6.2%
l	3157	4.4%
s	3031	4.3%
e	2843	4.0%
n	2575	3.6%
Other values (67)	20064	28.1%

loc_full
Text

Distinct	2429
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

Length

Max length	155
Median length	100
Mean length	63.896167
Min length	16

Characters and Unicode

Total characters	235074
Distinct characters	81
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2027 ?
Unique (%)	55.1%

Sample

1st row	La iglesia , Urcabustaiz , Zuya, Álava
2nd row	la Union Plazatxoa, 8 , Legutiano , Zuya, Álava
3rd row	Calle Etxaguen s/n , Aramaio , Zuya, Álava
4th row	CP 01449, 1449 CP , Urcabustaiz , Zuya, Álava
5th row	Calle Nueva Plaza, 9 , Urcabustaiz , Zuya, Álava

Value	Count	Frequency (%)
	10686	29.2%
álava	3692	10.1%
vitoria-gasteiz	2451	6.7%
distrito	2197	6.0%
calle	1710	4.7%
de	650	1.8%
alavesa	424	1.2%
laguardia-rioja	334	0.9%
ayala	327	0.9%
lakua	308	0.8%
Other values (1417)	13879	37.9%

Most occurring characters

Value	Count	Frequency (%)
	40337	17.2%
a	32945	14.0%
i	18464	7.9%
t	12793	5.4%
r	12733	5.4%
,	12361	5.3%
l	12217	5.2%
e	10632	4.5%
o	9934	4.2%
s	7148	3.0%
Other values (71)	65510	27.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	235074	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	40337	17.2%
a	32945	14.0%
i	18464	7.9%
t	12793	5.4%
r	12733	5.4%
,	12361	5.3%
l	12217	5.2%
e	10632	4.5%
o	9934	4.2%
s	7148	3.0%
Other values (71)	65510	27.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	235074	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	40337	17.2%
a	32945	14.0%
i	18464	7.9%
t	12793	5.4%
r	12733	5.4%
,	12361	5.3%
l	12217	5.2%
e	10632	4.5%
o	9934	4.2%
s	7148	3.0%
Other values (71)	65510	27.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	235074	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	40337	17.2%
a	32945	14.0%
i	18464	7.9%
t	12793	5.4%
r	12733	5.4%
,	12361	5.3%
l	12217	5.2%
e	10632	4.5%
o	9934	4.2%
s	7148	3.0%
Other values (71)	65510	27.9%

loc_neigh
Text

Missing

Distinct	1299
Distinct (%)	63.1%
Missing	1619
Missing (%)	44.0%
Memory size	28.9 KiB

Length

Max length	62
Median length	47
Mean length	21.431068
Min length	3

Characters and Unicode

Total characters	44148
Distinct characters	79
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1000 ?
Unique (%)	48.5%

Sample

1st row	Carretera altube, 622
2nd row	Calle Municipal Plaza, 3
3rd row	Plaza Municipal, 7
4th row	Plaza Nueva, 3 NmeroD
5th row	Plaza Municipal, 9

Value	Count	Frequency (%)
calle	1107	16.9%
de	426	6.5%
vitoria-gasteiz	238	3.6%
kalea	186	2.8%
avenida	94	1.4%
los	85	1.3%
s/n	76	1.2%
hiribidea	61	0.9%
urb	58	0.9%
la	55	0.8%
Other values (809)	4145	63.5%

Most occurring characters

Value	Count	Frequency (%)
a	6011	13.6%
	4471	10.1%
e	4047	9.2%
l	3743	8.5%
i	2763	6.3%
r	2403	5.4%
o	1991	4.5%
n	1765	4.0%
t	1522	3.4%
C	1383	3.1%
Other values (69)	14049	31.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	44148	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	6011	13.6%
	4471	10.1%
e	4047	9.2%
l	3743	8.5%
i	2763	6.3%
r	2403	5.4%
o	1991	4.5%
n	1765	4.0%
t	1522	3.4%
C	1383	3.1%
Other values (69)	14049	31.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	44148	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	6011	13.6%
	4471	10.1%
e	4047	9.2%
l	3743	8.5%
i	2763	6.3%
r	2403	5.4%
o	1991	4.5%
n	1765	4.0%
t	1522	3.4%
C	1383	3.1%
Other values (69)	14049	31.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	44148	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	6011	13.6%
	4471	10.1%
e	4047	9.2%
l	3743	8.5%
i	2763	6.3%
r	2403	5.4%
o	1991	4.5%
n	1765	4.0%
t	1522	3.4%
C	1383	3.1%
Other values (69)	14049	31.8%

loc_zone
Categorical

Distinct	7
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

Álava	2374
Laguardia-Rioja Alavesa, Álava	319
Añana, Álava	266
Ayala, Álava	254
Zuya, Álava	198
Other values (2)	268

Length

Max length	31
Median length	5
Mean length	9.7415058
Min length	5

Characters and Unicode

Total characters	35839
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Zuya, Álava
2nd row	Zuya, Álava
3rd row	Zuya, Álava
4th row	Zuya, Álava
5th row	Zuya, Álava

Common Values

Value	Count	Frequency (%)
Álava	2374	64.5%
Laguardia-Rioja Alavesa, Álava	319	8.7%
Añana, Álava	266	7.2%
Ayala, Álava	254	6.9%
Zuya, Álava	198	5.4%
Salvatierra, Álava	179	4.9%
Campezo- Montaña Alavesa, Álava	89	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
álava	3679	67.1%
alavesa	408	7.4%
laguardia-rioja	319	5.8%
añana	266	4.9%
ayala	254	4.6%
zuya	198	3.6%
salvatierra	179	3.3%
campezo	89	1.6%
montaña	89	1.6%

Most occurring characters

Value	Count	Frequency (%)
a	11492	32.1%
l	4520	12.6%
v	4266	11.9%
Á	3679	10.3%
	1802	5.0%
,	1305	3.6%
A	928	2.6%
i	817	2.3%
r	677	1.9%
e	676	1.9%
Other values (20)	5677	15.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	35839	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	11492	32.1%
l	4520	12.6%
v	4266	11.9%
Á	3679	10.3%
	1802	5.0%
,	1305	3.6%
A	928	2.6%
i	817	2.3%
r	677	1.9%
e	676	1.9%
Other values (20)	5677	15.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	35839	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	11492	32.1%
l	4520	12.6%
v	4266	11.9%
Á	3679	10.3%
	1802	5.0%
,	1305	3.6%
A	928	2.6%
i	817	2.3%
r	677	1.9%
e	676	1.9%
Other values (20)	5677	15.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	35839	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	11492	32.1%
l	4520	12.6%
v	4266	11.9%
Á	3679	10.3%
	1802	5.0%
,	1305	3.6%
A	928	2.6%
i	817	2.3%
r	677	1.9%
e	676	1.9%
Other values (20)	5677	15.8%

m2_real
Real number (ℝ)

High correlation Skewed

Distinct	484
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	456.45828

Minimum	2
Maximum	200000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	2
5-th percentile	60
Q1	80
median	100
Q3	175
95-th percentile	1301.6
Maximum	200000
Range	199998
Interquartile range (IQR)	95

Descriptive statistics

Standard deviation	3931.0593
Coefficient of variation (CV)	8.6120889
Kurtosis	1848.7248
Mean	456.45828
Median Absolute Deviation (MAD)	29
Skewness	38.760287
Sum	1679310
Variance	15453227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	176	4.8%
70	127	3.5%
80	125	3.4%
100	108	2.9%
75	96	2.6%
85	93	2.5%
65	87	2.4%
95	74	2.0%
60	67	1.8%
120	64	1.7%
Other values (474)	2662	72.4%

Value	Count	Frequency (%)
2	1	< 0.1%
4	2	0.1%
12	1	< 0.1%
15	2	0.1%
18	1	< 0.1%
20	2	0.1%
25	2	0.1%
30	2	0.1%
35	1	< 0.1%
36	1	< 0.1%

Value	Count	Frequency (%)
200000	1	< 0.1%
70400	1	< 0.1%
51000	1	< 0.1%
42000	1	< 0.1%
40000	1	< 0.1%
30000	2	0.1%
25376	1	< 0.1%
18252	1	< 0.1%
17500	1	< 0.1%
17000	1	< 0.1%

m2_useful
Real number (ℝ)

High correlation

Distinct	272
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108.07529

Minimum	30
Maximum	2000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	30
5-th percentile	59
Q1	80
median	87
Q3	94
95-th percentile	250
Maximum	2000
Range	1970
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	80.774467
Coefficient of variation (CV)	0.74739068
Kurtosis	103.14971
Mean	108.07529
Median Absolute Deviation (MAD)	7
Skewness	7.0341573
Sum	397609
Variance	6524.5144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
87	1388	37.7%
90	123	3.3%
70	92	2.5%
80	89	2.4%
75	76	2.1%
60	62	1.7%
65	55	1.5%
85	51	1.4%
78	41	1.1%
68	41	1.1%
Other values (262)	1661	45.1%

Value	Count	Frequency (%)
30	2	0.1%
34	1	< 0.1%
35	1	< 0.1%
36	1	< 0.1%
37	1	< 0.1%
38	1	< 0.1%
39	1	< 0.1%
41	1	< 0.1%
42	1	< 0.1%
43	5	0.1%

Value	Count	Frequency (%)
2000	1	< 0.1%
1000	2	0.1%
876	1	< 0.1%
870	1	< 0.1%
831	1	< 0.1%
784	1	< 0.1%
680	1	< 0.1%
610	1	< 0.1%
603	1	< 0.1%
600	2	0.1%

obtention_date
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

2019-03-29	3679

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	36790
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019-03-29
2nd row	2019-03-29
3rd row	2019-03-29
4th row	2019-03-29
5th row	2019-03-29

Common Values

Value	Count	Frequency (%)
2019-03-29	3679	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-03-29	3679	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	7358	20.0%
0	7358	20.0%
9	7358	20.0%
-	7358	20.0%
1	3679	10.0%
3	3679	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	36790	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	7358	20.0%
0	7358	20.0%
9	7358	20.0%
-	7358	20.0%
1	3679	10.0%
3	3679	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	36790	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	7358	20.0%
0	7358	20.0%
9	7358	20.0%
-	7358	20.0%
1	3679	10.0%
3	3679	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	36790	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	7358	20.0%
0	7358	20.0%
9	7358	20.0%
-	7358	20.0%
1	3679	10.0%
3	3679	10.0%

price
Real number (ℝ)

High correlation

Distinct	677
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	244807.69

Minimum	9300
Maximum	1700000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	9300
5-th percentile	75000
Q1	145000
median	199000
Q3	298000
95-th percentile	570000
Maximum	1700000
Range	1690700
Interquartile range (IQR)	153000

Descriptive statistics

Standard deviation	163366.11
Coefficient of variation (CV)	0.66732427
Kurtosis	11.031586
Mean	244807.69
Median Absolute Deviation (MAD)	71000
Skewness	2.412962
Sum	9.0064748 × 10⁸
Variance	2.6688486 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150000	80	2.2%
120000	71	1.9%
180000	70	1.9%
175000	68	1.8%
200000	61	1.7%
160000	61	1.7%
130000	52	1.4%
210000	52	1.4%
110000	50	1.4%
165000	44	1.2%
Other values (667)	3070	83.4%

Value	Count	Frequency (%)
9300	1	< 0.1%
15000	2	0.1%
16000	1	< 0.1%
18000	1	< 0.1%
21500	1	< 0.1%
23000	1	< 0.1%
25000	1	< 0.1%
26500	3	0.1%
27000	2	0.1%
30000	4	0.1%

Value	Count	Frequency (%)
1700000	4	0.1%
1500000	1	< 0.1%
1350000	1	< 0.1%
1260000	1	< 0.1%
1135000	1	< 0.1%
1100000	2	0.1%
995000	1	< 0.1%
980000	2	0.1%
975000	1	< 0.1%
950000	6	0.2%

reduced_mobility
Categorical

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	3348
1	331

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3348	91.0%
1	331	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3348	91.0%
1	331	9.0%

Most occurring characters

Value	Count	Frequency (%)
0	3348	91.0%
1	331	9.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3348	91.0%
1	331	9.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3348	91.0%
1	331	9.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3348	91.0%
1	331	9.0%

room_num
Real number (ℝ)

High correlation Zeros

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1726013

Minimum	0
Maximum	30
Zeros	37
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	28.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	30
Range	30
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3723953
Coefficient of variation (CV)	0.4325773
Kurtosis	50.647777
Mean	3.1726013
Median Absolute Deviation (MAD)	1
Skewness	3.9445597
Sum	11672
Variance	1.8834688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3	1734	47.1%
2	786	21.4%
4	644	17.5%
5	232	6.3%
1	105	2.9%
6	65	1.8%
0	37	1.0%
7	34	0.9%
8	17	0.5%
10	10	0.3%
Other values (6)	15	0.4%

Value	Count	Frequency (%)
0	37	1.0%
1	105	2.9%
2	786	21.4%
3	1734	47.1%
4	644	17.5%
5	232	6.3%
6	65	1.8%
7	34	0.9%
8	17	0.5%
9	6	0.2%

Value	Count	Frequency (%)
30	1	< 0.1%
18	1	< 0.1%
15	2	0.1%
13	1	< 0.1%
12	4	0.1%
10	10	0.3%
9	6	0.2%
8	17	0.5%
7	34	0.9%
6	65	1.8%

storage_room
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

1	2392
0	1287

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	2392	65.0%
0	1287	35.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2392	65.0%
0	1287	35.0%

Most occurring characters

Value	Count	Frequency (%)
1	2392	65.0%
0	1287	35.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2392	65.0%
0	1287	35.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2392	65.0%
0	1287	35.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2392	65.0%
0	1287	35.0%

swimming_pool
Categorical

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

0	3515
1	164

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	3515	95.5%
1	164	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3515	95.5%
1	164	4.5%

Most occurring characters

Value	Count	Frequency (%)
0	3515	95.5%
1	164	4.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3515	95.5%
1	164	4.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3515	95.5%
1	164	4.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3515	95.5%
1	164	4.5%

terrace
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.9 KiB

1	1970
0	1709

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3679
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1970	53.5%
0	1709	46.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1970	53.5%
0	1709	46.5%

Most occurring characters

Value	Count	Frequency (%)
1	1970	53.5%
0	1709	46.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1970	53.5%
0	1709	46.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1970	53.5%
0	1709	46.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3679	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1970	53.5%
0	1709	46.5%

condition_promoción de obra nueva
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3595
True	84

Value	Count	Frequency (%)
False	3595	97.7%
True	84	2.3%

condition_segunda mano/buen estado
Boolean

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

True	3021
False	658

Value	Count	Frequency (%)
True	3021	82.1%
False	658	17.9%

condition_segunda mano/para reformar
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3292
True	387

Value	Count	Frequency (%)
False	3292	89.5%
True	387	10.5%

heating_calefacción central
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3576
True	103

Value	Count	Frequency (%)
False	3576	97.2%
True	103	2.8%

heating_calefacción central: gas
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3607
True	72

Value	Count	Frequency (%)
False	3607	98.0%
True	72	2.0%

heating_calefacción central: gasoil
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3635
True	44

Value	Count	Frequency (%)
False	3635	98.8%
True	44	1.2%

heating_calefacción individual
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3432
True	247

Value	Count	Frequency (%)
False	3432	93.3%
True	247	6.7%

heating_calefacción individual: bomba de frío/calor
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3676
True	3

Value	Count	Frequency (%)
False	3676	99.9%
True	3	0.1%

heating_calefacción individual: eléctrica
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3659
True	20

Value	Count	Frequency (%)
False	3659	99.5%
True	20	0.5%

heating_calefacción individual: gas natural
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3175
True	504

Value	Count	Frequency (%)
False	3175	86.3%
True	504	13.7%

heating_calefacción individual: gas propano/butano
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3649
True	30

Value	Count	Frequency (%)
False	3649	99.2%
True	30	0.8%

heating_no dispone de calefacción
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3664
True	15

Value	Count	Frequency (%)
False	3664	99.6%
True	15	0.4%

orientation_este
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3520
True	159

Value	Count	Frequency (%)
False	3520	95.7%
True	159	4.3%

orientation_este, oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3341
True	338

Value	Count	Frequency (%)
False	3341	90.8%
True	338	9.2%

orientation_norte
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3597
True	82

Value	Count	Frequency (%)
False	3597	97.8%
True	82	2.2%

orientation_norte, este
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3616
True	63

Value	Count	Frequency (%)
False	3616	98.3%
True	63	1.7%

orientation_norte, este, oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3648
True	31

Value	Count	Frequency (%)
False	3648	99.2%
True	31	0.8%

orientation_norte, oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3641
True	38

Value	Count	Frequency (%)
False	3641	99.0%
True	38	1.0%

orientation_norte, sur
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3405
True	274

Value	Count	Frequency (%)
False	3405	92.6%
True	274	7.4%

orientation_norte, sur, este
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3652
True	27

Value	Count	Frequency (%)
False	3652	99.3%
True	27	0.7%

orientation_norte, sur, este, oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3556
True	123

Value	Count	Frequency (%)
False	3556	96.7%
True	123	3.3%

orientation_norte, sur, oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3651
True	28

Value	Count	Frequency (%)
False	3651	99.2%
True	28	0.8%

orientation_oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3551
True	128

Value	Count	Frequency (%)
False	3551	96.5%
True	128	3.5%

orientation_sur
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3345
True	334

Value	Count	Frequency (%)
False	3345	90.9%
True	334	9.1%

orientation_sur, este
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3539
True	140

Value	Count	Frequency (%)
False	3539	96.2%
True	140	3.8%

orientation_sur, este, oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3647
True	32

Value	Count	Frequency (%)
False	3647	99.1%
True	32	0.9%

orientation_sur, oeste
Boolean

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3539
True	140

Value	Count	Frequency (%)
False	3539	96.2%
True	140	3.8%

Interactions

Correlations

	air_conditioner	balcony	bath_num	built_in_wardrobe	chimney	condition_promoción de obra nueva	condition_segunda mano/buen estado	condition_segunda mano/para reformar	construct_date	energetic_certif	floor	garage	garden	heating_calefacción central	heating_calefacción central: gas	heating_calefacción central: gasoil	heating_calefacción individual	heating_calefacción individual: bomba de frío/calor	heating_calefacción individual: eléctrica	heating_calefacción individual: gas natural	heating_calefacción individual: gas propano/butano	heating_no dispone de calefacción	house_id	house_type	lift	loc_zone	m2_real	m2_useful	orientation_este	orientation_este, oeste	orientation_norte	orientation_norte, este	orientation_norte, este, oeste	orientation_norte, oeste	orientation_norte, sur	orientation_norte, sur, este	orientation_norte, sur, este, oeste	orientation_norte, sur, oeste	orientation_oeste	orientation_sur	orientation_sur, este	orientation_sur, este, oeste	orientation_sur, oeste	price	reduced_mobility	room_num	storage_room	swimming_pool	terrace
air_conditioner	1.000	0.045	0.206	0.104	0.024	0.000	0.029	0.000	0.000	0.046	0.053	0.064	0.108	0.000	0.000	0.068	0.055	0.027	0.000	0.000	0.000	0.000	0.000	0.111	0.000	0.162	0.000	0.151	0.000	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.046	0.000	0.000	0.019	0.000	0.012	0.000	0.214	0.000	0.142	0.000	0.103	0.069
balcony	0.045	1.000	0.066	0.102	0.037	0.000	0.057	0.000	0.060	0.000	0.147	0.066	0.118	0.000	0.045	0.019	0.092	0.000	0.079	0.122	0.062	0.000	0.147	0.072	0.000	0.140	0.000	0.040	0.016	0.038	0.000	0.000	0.000	0.000	0.014	0.000	0.086	0.013	0.000	0.015	0.002	0.000	0.000	0.052	0.122	0.043	0.083	0.028	0.022
bath_num	0.206	0.066	1.000	0.091	0.065	0.002	0.033	0.000	0.242	0.060	0.532	0.147	0.220	0.018	0.000	0.000	0.079	0.000	0.000	0.000	0.028	0.000	-0.048	0.046	0.077	0.062	0.655	0.557	0.031	0.000	0.109	0.000	0.000	0.000	0.041	0.000	0.177	0.000	0.000	0.000	0.000	0.023	0.000	0.684	0.048	0.594	0.000	0.187	0.079
built_in_wardrobe	0.104	0.102	0.091	1.000	0.000	0.070	0.082	0.115	0.028	0.045	0.224	0.187	0.197	0.070	0.039	0.000	0.074	0.000	0.000	0.057	0.043	0.000	0.067	0.162	0.086	0.067	0.019	0.073	0.000	0.081	0.000	0.014	0.000	0.000	0.000	0.022	0.100	0.071	0.000	0.050	0.061	0.030	0.061	0.218	0.103	0.110	0.111	0.101	0.150
chimney	0.024	0.037	0.065	0.000	1.000	0.000	0.000	0.047	0.206	0.113	0.274	0.000	0.075	0.010	0.000	0.000	0.017	0.000	0.000	0.036	0.007	0.030	0.052	0.501	0.059	0.200	0.104	0.182	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.045	0.000	0.000	0.000	0.029	0.025	0.230	0.000	0.000	0.000
condition_promoción de obra nueva	0.000	0.000	0.002	0.070	0.000	1.000	0.325	0.047	0.038	0.227	0.178	0.037	0.030	0.012	0.000	0.000	0.034	0.000	0.000	0.056	0.000	0.000	0.116	0.066	0.061	0.102	0.000	0.015	0.023	0.042	0.004	0.000	0.000	0.000	0.036	0.000	0.017	0.000	0.018	0.042	0.020	0.000	0.020	0.090	0.042	0.000	0.145	0.023	0.118
condition_segunda mano/buen estado	0.029	0.057	0.033	0.082	0.000	0.325	1.000	0.733	0.113	0.218	0.160	0.226	0.114	0.000	0.051	0.000	0.041	0.000	0.000	0.130	0.035	0.085	0.054	0.228	0.000	0.085	0.063	0.066	0.030	0.054	0.000	0.033	0.000	0.025	0.016	0.022	0.051	0.012	0.007	0.031	0.000	0.018	0.035	0.097	0.102	0.105	0.199	0.055	0.115
condition_segunda mano/para reformar	0.000	0.000	0.000	0.115	0.047	0.047	0.733	1.000	0.153	0.081	0.111	0.175	0.077	0.032	0.028	0.000	0.010	0.000	0.000	0.069	0.020	0.123	0.016	0.266	0.060	0.120	0.092	0.104	0.000	0.000	0.000	0.000	0.000	0.014	0.020	0.000	0.021	0.000	0.056	0.000	0.011	0.000	0.011	0.121	0.051	0.165	0.090	0.034	0.089
construct_date	0.000	0.060	0.242	0.028	0.206	0.038	0.113	0.153	1.000	0.089	0.112	0.173	0.123	0.115	0.058	0.195	0.036	0.000	0.114	0.047	0.000	0.138	-0.032	0.020	0.122	0.076	0.134	0.159	0.000	0.129	0.049	0.000	0.000	0.000	0.095	0.000	0.051	0.000	0.000	0.030	0.030	0.000	0.034	0.133	0.073	0.052	0.118	0.000	0.107
energetic_certif	0.046	0.000	0.060	0.045	0.113	0.227	0.218	0.081	0.089	1.000	0.155	0.032	0.062	0.049	0.053	0.062	0.045	0.000	0.000	0.166	0.052	0.031	0.215	0.147	0.000	0.176	0.000	0.084	0.017	0.061	0.007	0.054	0.046	0.062	0.052	0.000	0.079	0.000	0.041	0.000	0.000	0.000	0.000	0.017	0.037	0.073	0.190	0.000	0.085
floor	0.053	0.147	0.532	0.224	0.274	0.178	0.160	0.111	0.112	0.155	1.000	0.346	0.527	0.156	0.161	0.078	0.219	0.000	0.213	0.229	0.000	0.000	0.120	0.311	0.354	0.256	0.000	0.343	0.128	0.159	0.240	0.201	0.067	0.184	0.161	0.000	0.299	0.000	0.144	0.132	0.037	0.068	0.073	0.133	0.223	0.234	0.207	0.162	0.167
garage	0.064	0.066	0.147	0.187	0.000	0.037	0.226	0.175	0.173	0.032	0.346	1.000	0.347	0.000	0.019	0.000	0.079	0.000	0.045	0.054	0.040	0.009	0.039	0.307	0.260	0.156	0.030	0.092	0.026	0.000	0.069	0.067	0.000	0.049	0.000	0.000	0.138	0.047	0.037	0.000	0.020	0.039	0.042	0.369	0.132	0.188	0.228	0.081	0.213
garden	0.108	0.118	0.220	0.197	0.075	0.030	0.114	0.077	0.123	0.062	0.527	0.347	1.000	0.067	0.028	0.036	0.073	0.000	0.000	0.000	0.065	0.000	0.149	0.495	0.109	0.302	0.052	0.218	0.058	0.000	0.051	0.028	0.000	0.000	0.041	0.036	0.212	0.000	0.058	0.049	0.025	0.059	0.060	0.340	0.016	0.276	0.035	0.330	0.145
heating_calefacción central	0.000	0.000	0.018	0.070	0.010	0.012	0.000	0.032	0.115	0.049	0.156	0.000	0.067	1.000	0.007	0.000	0.039	0.000	0.000	0.063	0.000	0.000	0.074	0.086	0.060	0.102	0.000	0.024	0.055	0.049	0.000	0.000	0.000	0.000	0.000	0.000	0.021	0.000	0.000	0.007	0.000	0.000	0.000	0.032	0.038	0.000	0.087	0.018	0.022
heating_calefacción central: gas	0.000	0.045	0.000	0.039	0.000	0.000	0.051	0.028	0.058	0.053	0.161	0.019	0.028	0.007	1.000	0.000	0.030	0.000	0.000	0.051	0.000	0.000	0.064	0.080	0.050	0.081	0.000	0.000	0.049	0.044	0.000	0.010	0.000	0.000	0.000	0.000	0.013	0.041	0.000	0.000	0.000	0.000	0.000	0.017	0.109	0.000	0.027	0.020	0.027
heating_calefacción central: gasoil	0.068	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.195	0.062	0.078	0.000	0.036	0.000	0.000	1.000	0.018	0.000	0.000	0.037	0.000	0.000	0.081	0.000	0.033	0.034	0.000	0.000	0.000	0.013	0.000	0.000	0.026	0.000	0.037	0.030	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.000	0.100	0.000	0.038	0.000	0.018
heating_calefacción individual	0.055	0.092	0.079	0.074	0.017	0.034	0.041	0.010	0.036	0.045	0.219	0.079	0.073	0.039	0.030	0.018	1.000	0.000	0.000	0.104	0.008	0.000	0.080	0.129	0.062	0.064	0.000	0.047	0.000	0.010	0.000	0.000	0.000	0.015	0.042	0.000	0.097	0.000	0.000	0.021	0.000	0.000	0.000	0.087	0.000	0.062	0.024	0.017	0.036
heating_calefacción individual: bomba de frío/calor	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
heating_calefacción individual: eléctrica	0.000	0.079	0.000	0.000	0.000	0.000	0.000	0.000	0.114	0.000	0.213	0.045	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.018	0.000	0.000	0.000	0.000	0.041	0.060	0.000	0.000	0.000	0.030	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.000	0.014	0.000	0.000	0.000	0.032	0.000	0.000	0.000	0.000	0.017
heating_calefacción individual: gas natural	0.000	0.122	0.000	0.057	0.036	0.056	0.130	0.069	0.047	0.166	0.229	0.054	0.000	0.063	0.051	0.037	0.104	0.000	0.018	1.000	0.027	0.010	0.246	0.123	0.020	0.119	0.000	0.065	0.028	0.147	0.000	0.051	0.000	0.020	0.116	0.003	0.012	0.039	0.000	0.000	0.030	0.031	0.000	0.057	0.226	0.093	0.076	0.034	0.000
heating_calefacción individual: gas propano/butano	0.000	0.062	0.028	0.043	0.007	0.000	0.035	0.020	0.000	0.052	0.000	0.040	0.065	0.000	0.000	0.000	0.008	0.000	0.000	0.027	1.000	0.000	0.000	0.109	0.000	0.101	0.000	0.069	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.042	0.074	0.000	0.000	0.000	0.000	0.000	0.000	0.069	0.037	0.045	0.000	0.074	0.000
heating_no dispone de calefacción	0.000	0.000	0.000	0.000	0.030	0.000	0.085	0.123	0.138	0.031	0.000	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.000	1.000	0.000	0.062	0.046	0.073	0.123	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.044	0.000	0.004	0.000	0.012	0.000	0.000	0.000	0.005	0.000
house_id	0.000	0.147	-0.048	0.067	0.052	0.116	0.054	0.016	-0.032	0.215	0.120	0.039	0.149	0.074	0.064	0.081	0.080	0.000	0.000	0.246	0.000	0.000	1.000	0.001	0.114	0.133	-0.083	-0.077	0.033	0.088	0.000	0.030	0.056	0.000	0.067	0.018	0.023	0.000	0.020	0.061	0.047	0.000	0.078	0.025	0.104	-0.048	0.055	0.068	0.031
house_type	0.111	0.072	0.046	0.162	0.501	0.066	0.228	0.266	0.020	0.147	0.311	0.307	0.495	0.086	0.080	0.000	0.129	0.000	0.000	0.123	0.109	0.062	0.001	1.000	0.270	0.264	-0.108	0.021	0.063	0.078	0.067	0.063	0.034	0.027	0.094	0.046	0.359	0.092	0.068	0.000	0.048	0.023	0.137	-0.058	0.108	-0.088	0.157	0.192	0.117
lift	0.000	0.000	0.077	0.086	0.059	0.061	0.000	0.060	0.122	0.000	0.354	0.260	0.109	0.060	0.050	0.033	0.062	0.000	0.041	0.020	0.000	0.046	0.114	0.270	1.000	0.203	0.000	0.076	0.000	0.050	0.000	0.011	0.000	0.008	0.034	0.023	0.072	0.000	0.014	0.000	0.000	0.000	0.014	0.361	0.120	0.159	0.141	0.051	0.119
loc_zone	0.162	0.140	0.062	0.067	0.200	0.102	0.085	0.120	0.076	0.176	0.256	0.156	0.302	0.102	0.081	0.034	0.064	0.025	0.060	0.119	0.101	0.073	0.133	0.264	0.203	1.000	0.056	0.087	0.066	0.123	0.042	0.069	0.000	0.048	0.111	0.064	0.135	0.012	0.064	0.063	0.032	0.030	0.057	0.124	0.119	0.104	0.229	0.279	0.139
m2_real	0.000	0.000	0.655	0.019	0.104	0.000	0.063	0.092	0.134	0.000	0.000	0.030	0.052	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.123	-0.083	-0.108	0.000	0.056	1.000	0.648	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.051	0.000	0.000	0.035	0.000	0.000	0.000	0.604	0.000	0.683	0.032	0.040	0.000
m2_useful	0.151	0.040	0.557	0.073	0.182	0.015	0.066	0.104	0.159	0.084	0.343	0.092	0.218	0.024	0.000	0.000	0.047	0.000	0.000	0.065	0.069	0.000	-0.077	0.021	0.076	0.087	0.648	1.000	0.054	0.000	0.110	0.000	0.000	0.000	0.044	0.000	0.159	0.000	0.000	0.031	0.000	0.073	0.051	0.499	0.010	0.539	0.000	0.161	0.053
orientation_este	0.000	0.016	0.031	0.000	0.000	0.023	0.030	0.000	0.000	0.017	0.128	0.026	0.058	0.055	0.049	0.000	0.000	0.000	0.000	0.028	0.000	0.000	0.033	0.063	0.000	0.066	0.000	0.054	1.000	0.063	0.022	0.016	0.000	0.000	0.055	0.000	0.032	0.000	0.033	0.063	0.035	0.000	0.035	0.028	0.000	0.064	0.045	0.016	0.000
orientation_este, oeste	0.028	0.038	0.000	0.081	0.000	0.042	0.054	0.000	0.129	0.061	0.159	0.000	0.000	0.049	0.044	0.013	0.010	0.000	0.030	0.147	0.000	0.002	0.088	0.078	0.050	0.123	0.000	0.000	0.063	1.000	0.042	0.035	0.018	0.022	0.087	0.014	0.054	0.015	0.055	0.097	0.059	0.018	0.059	0.033	0.101	0.038	0.077	0.013	0.049
orientation_norte	0.000	0.000	0.109	0.000	0.000	0.004	0.000	0.000	0.049	0.007	0.240	0.069	0.051	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.067	0.000	0.042	0.000	0.110	0.022	0.042	1.000	0.000	0.000	0.000	0.036	0.000	0.016	0.000	0.017	0.041	0.019	0.000	0.019	0.106	0.000	0.120	0.022	0.000	0.011
orientation_norte, este	0.000	0.000	0.000	0.014	0.000	0.000	0.033	0.000	0.000	0.054	0.201	0.067	0.028	0.000	0.010	0.000	0.000	0.000	0.000	0.051	0.000	0.000	0.030	0.063	0.011	0.069	0.000	0.000	0.016	0.035	0.000	1.000	0.000	0.000	0.029	0.000	0.009	0.000	0.010	0.034	0.013	0.000	0.013	0.006	0.055	0.048	0.048	0.017	0.000
orientation_norte, este, oeste	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.046	0.067	0.000	0.000	0.000	0.000	0.026	0.000	0.000	0.000	0.000	0.000	0.000	0.056	0.034	0.000	0.000	0.000	0.000	0.000	0.018	0.000	0.000	1.000	0.000	0.012	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.023	0.000	0.000	0.000	0.000
orientation_norte, oeste	0.000	0.000	0.000	0.000	0.000	0.000	0.025	0.014	0.000	0.062	0.184	0.049	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.020	0.000	0.000	0.000	0.027	0.008	0.048	0.000	0.000	0.000	0.022	0.000	0.000	0.000	1.000	0.017	0.000	0.000	0.000	0.000	0.022	0.000	0.000	0.000	0.053	0.055	0.049	0.064	0.000	0.041
orientation_norte, sur	0.000	0.014	0.041	0.000	0.000	0.036	0.016	0.020	0.095	0.052	0.161	0.000	0.041	0.000	0.000	0.037	0.042	0.000	0.000	0.116	0.000	0.000	0.067	0.094	0.034	0.111	0.000	0.044	0.055	0.087	0.036	0.029	0.012	0.017	1.000	0.008	0.047	0.009	0.048	0.086	0.051	0.013	0.051	0.049	0.074	0.046	0.068	0.029	0.042
orientation_norte, sur, este	0.000	0.000	0.000	0.022	0.000	0.000	0.022	0.000	0.000	0.000	0.000	0.000	0.036	0.000	0.000	0.030	0.000	0.000	0.000	0.003	0.042	0.000	0.018	0.046	0.023	0.064	0.000	0.000	0.000	0.014	0.000	0.000	0.000	0.000	0.008	1.000	0.000	0.000	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.000	0.000
orientation_norte, sur, este, oeste	0.046	0.086	0.177	0.100	0.000	0.017	0.051	0.021	0.051	0.079	0.299	0.138	0.212	0.021	0.013	0.000	0.097	0.000	0.005	0.012	0.074	0.000	0.023	0.359	0.072	0.135	0.051	0.159	0.032	0.054	0.016	0.009	0.000	0.000	0.047	0.000	1.000	0.000	0.026	0.054	0.029	0.000	0.029	0.231	0.000	0.211	0.025	0.124	0.060
orientation_norte, sur, oeste	0.000	0.013	0.000	0.071	0.000	0.000	0.012	0.000	0.000	0.000	0.000	0.047	0.000	0.000	0.041	0.000	0.000	0.000	0.000	0.039	0.000	0.000	0.000	0.092	0.000	0.012	0.000	0.000	0.000	0.015	0.000	0.000	0.000	0.000	0.009	0.000	0.000	1.000	0.000	0.015	0.000	0.000	0.000	0.142	0.014	0.000	0.045	0.000	0.030
orientation_oeste	0.000	0.000	0.000	0.000	0.000	0.018	0.007	0.056	0.000	0.041	0.144	0.037	0.058	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.000	0.000	0.020	0.068	0.014	0.064	0.000	0.000	0.033	0.055	0.017	0.010	0.000	0.000	0.048	0.000	0.026	0.000	1.000	0.055	0.030	0.000	0.030	0.048	0.055	0.066	0.045	0.000	0.000
orientation_sur	0.019	0.015	0.000	0.050	0.045	0.042	0.031	0.000	0.030	0.000	0.132	0.000	0.049	0.007	0.000	0.000	0.021	0.000	0.014	0.000	0.000	0.044	0.061	0.000	0.000	0.063	0.035	0.031	0.063	0.097	0.041	0.034	0.017	0.022	0.086	0.014	0.054	0.015	0.055	1.000	0.058	0.018	0.058	0.020	0.000	0.000	0.028	0.031	0.000
orientation_sur, este	0.000	0.002	0.000	0.061	0.000	0.020	0.000	0.011	0.030	0.000	0.037	0.020	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.030	0.000	0.000	0.047	0.048	0.000	0.032	0.000	0.000	0.035	0.059	0.019	0.013	0.000	0.000	0.051	0.000	0.029	0.000	0.030	0.058	1.000	0.000	0.032	0.004	0.030	0.004	0.046	0.009	0.000
orientation_sur, este, oeste	0.012	0.000	0.023	0.030	0.000	0.000	0.018	0.000	0.000	0.000	0.068	0.039	0.059	0.000	0.000	0.000	0.000	0.000	0.000	0.031	0.000	0.004	0.000	0.023	0.000	0.030	0.000	0.073	0.000	0.018	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.000	0.000	0.018	0.000	1.000	0.000	0.106	0.021	0.033	0.000	0.024	0.027
orientation_sur, oeste	0.000	0.000	0.000	0.061	0.000	0.020	0.035	0.011	0.034	0.000	0.073	0.042	0.060	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.078	0.137	0.014	0.057	0.000	0.051	0.035	0.059	0.019	0.013	0.000	0.000	0.051	0.000	0.029	0.000	0.030	0.058	0.032	0.000	1.000	0.066	0.000	0.061	0.019	0.000	0.038
price	0.214	0.052	0.684	0.218	0.029	0.090	0.097	0.121	0.133	0.017	0.133	0.369	0.340	0.032	0.017	0.000	0.087	0.000	0.032	0.057	0.069	0.012	0.025	-0.058	0.361	0.124	0.604	0.499	0.028	0.033	0.106	0.006	0.000	0.053	0.049	0.000	0.231	0.142	0.048	0.020	0.004	0.106	0.066	1.000	0.034	0.494	0.065	0.178	0.197
reduced_mobility	0.000	0.122	0.048	0.103	0.025	0.042	0.102	0.051	0.073	0.037	0.223	0.132	0.016	0.038	0.109	0.100	0.000	0.000	0.000	0.226	0.037	0.000	0.104	0.108	0.120	0.119	0.000	0.010	0.000	0.101	0.000	0.055	0.023	0.055	0.074	0.000	0.000	0.014	0.055	0.000	0.030	0.021	0.000	0.034	1.000	0.029	0.133	0.000	0.051
room_num	0.142	0.043	0.594	0.110	0.230	0.000	0.105	0.165	0.052	0.073	0.234	0.188	0.276	0.000	0.000	0.000	0.062	0.000	0.000	0.093	0.045	0.000	-0.048	-0.088	0.159	0.104	0.683	0.539	0.064	0.038	0.120	0.048	0.000	0.049	0.046	0.000	0.211	0.000	0.066	0.000	0.004	0.033	0.061	0.494	0.029	1.000	0.045	0.142	0.097
storage_room	0.000	0.083	0.000	0.111	0.000	0.145	0.199	0.090	0.118	0.190	0.207	0.228	0.035	0.087	0.027	0.038	0.024	0.000	0.000	0.076	0.000	0.000	0.055	0.157	0.141	0.229	0.032	0.000	0.045	0.077	0.022	0.048	0.000	0.064	0.068	0.011	0.025	0.045	0.045	0.028	0.046	0.000	0.019	0.065	0.133	0.045	1.000	0.067	0.283
swimming_pool	0.103	0.028	0.187	0.101	0.000	0.023	0.055	0.034	0.000	0.000	0.162	0.081	0.330	0.018	0.020	0.000	0.017	0.000	0.000	0.034	0.074	0.005	0.068	0.192	0.051	0.279	0.040	0.161	0.016	0.013	0.000	0.017	0.000	0.000	0.029	0.000	0.124	0.000	0.000	0.031	0.009	0.024	0.000	0.178	0.000	0.142	0.067	1.000	0.082
terrace	0.069	0.022	0.079	0.150	0.000	0.118	0.115	0.089	0.107	0.085	0.167	0.213	0.145	0.022	0.027	0.018	0.036	0.000	0.017	0.000	0.000	0.000	0.031	0.117	0.119	0.139	0.000	0.053	0.000	0.049	0.011	0.000	0.000	0.041	0.042	0.000	0.060	0.030	0.000	0.000	0.000	0.027	0.038	0.197	0.051	0.097	0.283	0.082	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	ad_last_update	balcony	bath_num	built_in_wardrobe	chimney	construct_date	energetic_certif	floor	garage	garden	house_id	house_type	lift	loc_city	loc_district	loc_full	loc_neigh	loc_zone	m2_real	m2_useful	obtention_date	price	reduced_mobility	room_num	storage_room	swimming_pool	terrace	condition_promoción de obra nueva	condition_segunda mano/buen estado	condition_segunda mano/para reformar	heating_calefacción central	heating_calefacción central: gas	heating_calefacción central: gasoil	heating_calefacción individual	heating_calefacción individual: bomba de frío/calor	heating_calefacción individual: eléctrica	heating_calefacción individual: gas natural	heating_calefacción individual: gas propano/butano	heating_no dispone de calefacción	orientation_este	orientation_este, oeste	orientation_norte	orientation_norte, este	orientation_norte, este, oeste	orientation_norte, oeste	orientation_norte, sur	orientation_norte, sur, este	orientation_norte, sur, este, oeste	orientation_norte, sur, oeste	orientation_oeste	orientation_sur	orientation_sur, este	orientation_sur, este, oeste	orientation_sur, oeste
0	Anuncio actualizado el 27 de marzo	0	2.00	0	0	1993.00	NaN	2 plantas	1	1	81717634	0	1.00	Urcabustaiz	La iglesia	La iglesia , Urcabustaiz , Zuya, Álava	NaN	Zuya, Álava	1000	172.00	2019-03-29	310000	0	4.00	0	0	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False
1	más de 5 meses sin actualizar	0	2.00	0	0	2006.00	no indicado	planta 2ª exterior	0	0	29588074	1	1.00	Legutiano	la Union Plazatxoa, 8	la Union Plazatxoa, 8 , Legutiano , Zuya, Álava	NaN	Zuya, Álava	86	87.00	2019-03-29	139000	1	3.00	1	0	0	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
2	más de 5 meses sin actualizar	0	3.00	0	0	1993.00	no indicado	3 plantas	1	1	37453116	2	1.00	Aramaio	Calle Etxaguen s/n	Calle Etxaguen s/n , Aramaio , Zuya, Álava	NaN	Zuya, Álava	3000	87.00	2019-03-29	480000	0	4.00	1	0	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
3	más de 5 meses sin actualizar	1	1.00	1	1	1993.00	en trámite	3 plantas	0	1	82568918	2	1.00	Urcabustaiz	CP 01449, 1449 CP	CP 01449, 1449 CP , Urcabustaiz , Zuya, Álava	NaN	Zuya, Álava	86	87.00	2019-03-29	150000	0	4.00	1	0	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
4	más de 5 meses sin actualizar	0	1.00	0	0	1993.00	no indicado	planta 1ª exterior	1	1	29135242	3	1.00	Urcabustaiz	Calle Nueva Plaza, 9	Calle Nueva Plaza, 9 , Urcabustaiz , Zuya, Álava	NaN	Zuya, Álava	76	74.00	2019-03-29	90000	0	2.00	1	1	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True
5	más de 5 meses sin actualizar	0	2.00	0	0	1993.00	no indicado	3 plantas	1	0	36141335	0	1.00	Zuya	Carretera Guillerna, 11	Carretera Guillerna, 11 , Zuya , Álava	NaN	Álava	1000	273.00	2019-03-29	545000	0	4.00	0	0	0	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
6	más de 5 meses sin actualizar	0	2.00	0	0	1993.00	no indicado	planta 1ª exterior	1	1	38440698	3	1.00	Urcabustaiz	Calle Ugarte, 8	Calle Ugarte, 8 , Urcabustaiz , Zuya, Álava	NaN	Zuya, Álava	100	87.00	2019-03-29	195000	1	3.00	1	0	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False
7	más de 5 meses sin actualizar	0	3.00	0	1	1993.00	no indicado	NaN	1	0	81178589	4	1.00	Legutiano	Calle olaeta s/n	Calle olaeta s/n , Legutiano , Zuya, Álava	NaN	Zuya, Álava	800	87.00	2019-03-29	350000	0	7.00	0	0	0	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
8	más de 5 meses sin actualizar	0	2.00	0	0	1993.00	no indicado	planta 2ª exterior	0	0	366036	1	1.00	Legutiano	Plaza Unión, 8	Plaza Unión, 8 , Legutiano , Zuya, Álava	NaN	Zuya, Álava	82	80.00	2019-03-29	139000	0	3.00	1	0	0	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
9	más de 5 meses sin actualizar	1	3.00	1	0	1993.00	NaN	2 plantas	1	1	40219389	0	1.00	Zigoitia	Basalanda Kalea, Etxabarri Ibiña, 19	Basalanda Kalea, Etxabarri Ibiña, 19 , Zigoitia , Zuya, Álava	NaN	Zuya, Álava	240	210.00	2019-03-29	499000	0	4.00	0	0	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False

	ad_last_update	bath_num	built_in_wardrobe	construct_date	energetic_certif	floor	garage	house_id	house_type	lift	loc_city	loc_district	loc_full	loc_neigh	loc_zone	m2_real	m2_useful	obtention_date	price	room_num	storage_room	terrace	condition_promoción de obra nueva	condition_segunda mano/buen estado	condition_segunda mano/para reformar	heating_calefacción central	heating_calefacción central: gas	heating_calefacción central: gasoil	heating_calefacción individual	heating_calefacción individual: bomba de frío/calor	heating_calefacción individual: eléctrica	heating_calefacción individual: gas natural	heating_calefacción individual: gas propano/butano	heating_no dispone de calefacción	orientation_este	orientation_este, oeste	orientation_norte	orientation_norte, este	orientation_norte, este, oeste	orientation_norte, oeste	orientation_norte, sur	orientation_norte, sur, este	orientation_norte, sur, este, oeste	orientation_norte, sur, oeste	orientation_oeste	orientation_sur	orientation_sur, este	orientation_sur, este, oeste	orientation_sur, oeste
3669	Anuncio actualizado el 21 de enero	2.00	1	1981.00	NaN	planta 1ª exterior	1	81342031	3	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Calle Flandes , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Calle Flandes	Álava	120	110.00	2019-03-29	279500	3.00	1	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False
3670	Anuncio actualizado el 20 de marzo	1.00	0	1993.00	NaN	exterior	0	84740573	3	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Calle Herminio Madinaveitia , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Calle Herminio Madinaveitia	Álava	69	43.00	2019-03-29	83000	2.00	0	0	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
3671	Anuncio actualizado el 16 de marzo	2.00	0	1993.00	NaN	exterior	0	82868846	3	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Calle Iturritxu , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Calle Iturritxu	Álava	113	84.00	2019-03-29	240000	3.00	1	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
3672	Anuncio actualizado el 6 de marzo	1.00	0	1993.00	NaN	exterior	0	34883672	3	0.00	Vitoria-Gasteiz	Distrito San Cristóbal	Calle Campo de los Palacios , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Calle Campo de los Palacios	Álava	61	53.00	2019-03-29	96000	2.00	0	0	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False
3673	Anuncio actualizado el 6 de marzo	1.00	0	1993.00	NaN	exterior	0	34883674	3	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Calle Ferrocarril , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Calle Ferrocarril	Álava	79	68.00	2019-03-29	200000	2.00	1	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False
3674	Anuncio actualizado el 6 de marzo	1.00	0	1993.00	NaN	exterior	0	84071748	3	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Zumakadi Ibilbidea , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Zumakadi Ibilbidea	Álava	70	54.00	2019-03-29	135000	2.00	1	0	False	True	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False	False	False	False	False
3675	Anuncio actualizado el 1 de marzo	2.00	1	1981.00	NaN	planta 1ª exterior	1	84273465	3	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Calle Flandes , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Calle Flandes	Álava	120	110.00	2019-03-29	279500	3.00	1	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False
3676	Anuncio actualizado el 28 de marzo	1.00	0	1984.00	en trámite	planta 6ª exterior	0	84838228	3	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Plaza de la zumaquera , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Plaza de la zumaquera	Álava	82	72.00	2019-03-29	145000	2.00	1	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False
3677	Anuncio actualizado el 25 de marzo	2.00	1	1990.00	NaN	planta 6ª exterior	0	84805203	1	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Comandante izarduy , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Comandante izarduy	Álava	69	60.00	2019-03-29	268000	2.00	1	1	False	True	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False
3678	Anuncio actualizado el 23 de marzo	1.00	1	1990.00	NaN	planta 6ª	0	40567154	1	1.00	Vitoria-Gasteiz	Distrito San Cristóbal	Calle Comandante Izarduy , Distrito San Cristóbal , Vitoria-Gasteiz , Álava	Calle Comandante Izarduy	Álava	70	60.00	2019-03-29	268000	2.00	1	1	False	True	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	False	True	False	False	False	False	False	False	False	False

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters